whylabs / whylogs   0.7.0

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

• ml-pipelines
• data-pipeline
• dataset
• analytics
• dataops
• machine-learning
• logging
• mlops
• data-constraints
• data-science
• data-quality
• statistical-properties
• ai-pipelines
• approximate-statistics
• model-performance
• constraints
• python
• calculate-statistics